Time series forecasting for nonlinear and non stationary processes a review and comparative study
IIE Transactions, Vol. 47, No. 10, Şubat 2015, s. 1053-1071, ISSN: 0740-817X
CHENG CHANGQİNG,AKKARAPOL SA-NGASOONGSONG,BEYCA ÖMER FARUK,TRUNG LE,HUİ YANG,ZHENYU (JAMES) KONG,BUKKAPATNAM SATİSH TS
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RETAIL DEMAND FORECASTING IN CLOTHING INDUSTRY
Tekstil ve Konfeksiyon, Vol. 25, No. 2, Ocak 2015, s. 174-180, ISSN: 1300-3356
KALAOĞLU ALTAN ÖZLEM İPEK, AKYÜZ ELİF SADA, ECEMİŞ SEBAHAT, ERYÜRÜK SELİN HANİFE, KALAOĞLU FATMA
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Mayıs 2023, s. 1-11, ISSN: https://doi.org/10.1017/eds.2023.24
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Markov Chain Incorporated Artificial Neural Network Models for Forecasting Monthly Precipitation in Arid Regions
Arabian Journal for Science and Engineering, Vol. 39, No. 4, Nisan 2014, s. 2513-2524, ISSN: 1319-8025
DAHAMSHEH AHMAD,AKSOY HAFZÜLLAH
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A Forecasting Approach for Construction Waste: A Case of Turkey
Protection and Restoration of the Environment XVI (PREXVI), Kalamata/YUNANİSTAN, 5 Temmuz 2022
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, BEREKETLİ ZAFEIRAKOPOULOS İLKE
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Demand Forecasting of a Company that Produces by Mass Customization with Machine Learning
In International Conference on Intelligent and Fuzzy Systems, Vol. 308, 14 Ağustos 2021
YAĞCIOĞLU ENGİN, TEKİN AHMET TEZCAN, ÇEBİ FERHAN
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A Dynamic Feature Selection Technique for the Stock Price Forecasting
International Conference on Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, 22 Ağustos 2023
SİVRİ MAHMUT SAMİ, GÜLTEKİN AHMET BERKAY, ÜSTÜNDAĞ ALP, BEYCA ÖMER FARUK, GÜRCAN ÖMER FARUK, ARI EMRE
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Submarine fault scarps in the Sea of Marmara pull-apart (North Anatolian Fault): Implications for seismic hazard in Istanbul
GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS, Vol. 6, Ocak 2005, ISSN: 1525-2027
ROLANDO ARMİJO,UÇARKUŞ GÜLSEN,PONDARD NİCOLAS,MEYER BERTRAND,MERCİER DE LEPİNAY BERNARD,MALAVİEİLLE JACQUES,DOMİNGUEZ STEPHANE,GUSTCHER MARC ANDRE,SCHMİDT SABİNE,BECK CHRİSTİAN,CAGATAY NAMİK,CAKİR ZİYADİN,IMREN CANER,ERİŞ KADİR,NATALİN BORİS,ÖZALAYBEY SERDAR,TOLUN LEYLA,LEFEVRE IRENE,SEEBER LEONARDO,GASPERİNİ LUCA,RANGİN CLAUDE,EMRE ÖMER,SARİKAVAK KERİM
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Load Forecasting Using Multivariate Adaptive Regression Splines for Turkish Electricity System
28th European Conference on Operational Research (EURO 2016), POZNAN/POLONYA, 3 Temmuz 2016
NALÇACI GAMZE, ÖZMEN AYŞE, WEBER GERHARD WİEHELM, GÜL ÖMER MELİH
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Predicting customer churn using grey wolf optimization-based support vector machine with principal component analysis
Journal of Forecasting, Vol. 42, No. 6, Eylül 2023, s. 1329-1340, ISSN: 1099-131X
DURKAYA BETÜL, ÖZCAN TUNCAY
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Integrating autoencoder and decision tree models for enhanced energy consumption forecasting in microgrids: A meteorological data-driven approach in Djibouti
Results in Engineering, Vol. -1, Ekim 2024, ISSN: 25901230
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
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Forecasting natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting: Case Study in Turkey
PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET 2016): TECHNOLOGY MANAGEMENT FOR SOCIAL INNOVATION, Ocak 2016, s. 2681-2690, ISSN: 2159-5100
ÖZÖZEN AVNİ, KAYAKUTLU GÜLGÜN, KAYALICA MEHMET ÖZGÜR, KETTERER MARCEL
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Depositional processes of the Kuner ignimbrite from the Çubukludağ graben, western Turkey: implications for generation of the phretomagmatic eruptions triggered by dome emplacement.
IAVCEI Forecasting Volcanic Activity Kagoshima, 1 Eylül 2013
KARACIK ZEKİYE,GENÇ ŞENGÜL CAN
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Using machine learning tools for forecasting natural gas consumption in the province of Istanbul
Energy Economics, Vol. 80, Mayıs 2019, s. 937-949, ISSN: 0140-9883
BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM
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A LONG SHORT TERM MEMORY APPLICATION ON THE TURKISH INTRADAY ELECTRICITY PRICE FORECASTING
4th Global Business Research Congress, İstanbul/TÜRKİYE, Vol. 7, No. 1, 24 Mayıs 2018, s. 126-130
YORULMUŞ MUHAMMED HAKAN,UĞURLU UMUT,TAŞ OKTAY
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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Eylül 2024, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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Forecasting Energy Consumption in Smart Grids Using Convolutional Neural Networks
INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS’23At: Istanbul, Turkey, 2023, İstanbul/TÜRKİYE, No. 2, 16 Aralık 2024, s. 205-205
FADOUL FATHİ FARAH,ÇAĞLAR RAMAZAN
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Electric load forecasting under False Data Injection Attacks using deep learning
ENERGY REPORTS, Vol. 8, Kasım 2022, s. 9933-9945, ISSN: 2352-4847
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, CHARALAMBOS KONSTANTİNOU, GENÇ VEYSEL MURAT İSTEMİHAN, TAESİC KİM, MOHAMMADI-IVATLOO BEHNAM
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Drought Forecasting Using Integrated Variational Mode Decomposition and Extreme Gradient Boosting
Water MDPI, Vol. 15, No. 19, Eylül 2023, s. 3413-3413, ISSN: 2073-4441
EKMEKCİOĞLU ÖMER
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